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synthyverse documentation

Getting Started

  • Installation
  • In-Depth Usage

API Reference

  • API Reference
    • Generators
      • Processing and Wrappers
      • ARF
      • Bayesian Network
      • CTGAN
      • CDTD
      • SMOTE
      • TabARGN
      • TabDDPM
      • TabSyn
      • TVAE
      • Univariate
    • Evaluation
      • Tabular Metric Evaluator
      • Fidelity Metrics
        • ClassifierTest
        • AlphaPrecisionBetaRecall
        • PRDC
        • Wasserstein
        • ShapeTrend
        • Marginals
        • Correlations
        • ARM
        • NMI
        • DomainConstraint
        • FeatureWisePlots
      • Utility Metrics
        • MLE
      • Privacy Metrics
        • AIA
        • DCR
        • DOMIAS
        • DPI
        • ClassifierMIA
        • EnsembleMIA
    • Benchmarking
      • Tabular Synthesis
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EvaluationΒΆ

Evaluation includes individual fidelity, utility, and privacy metric classes, and the shared TabularMetricEvaluator wrapper.

  • Tabular Metric Evaluator
  • Fidelity Metrics
  • Utility Metrics
  • Privacy Metrics
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Tabular Metric Evaluator
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Univariate
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